Yatao Bian

Assistant Professor, National University of Singapore
Joined
November 2017

Names

Yatao Bian (Preferred)
, 
Yatao A. Bian

Emails

****@gmail.com (Confirmed)
, 
****@inf.ethz.ch (Confirmed)
, 
****@gmail.com (Confirmed)
, 
****@tencent.com (Confirmed)
, 
****@nus.edu.sg (Confirmed)

Personal Links

Career & Education History

Assistant Professor
National University of Singapore (nus.edu.sg)
2025 – Present
Senior researcher
Tencent AI Lab (tencent.com)
2020 – 2025
Researcher
Swiss Federal Institute of Technology (ethz.ch)
2014 – 2019

Advisors, Relations & Conflicts

Coworker
Peilin Zhao
2020 – Present
Coworker
Junzhou Huang
2020 – 2023
PhD Advisor
Joachim Buhmann
2014 – 2019
PhD Advisor
Andreas Krause
2014 – 2019

Expertise

Machine learning
, 
AI for Science
, 
Large language models
, 
Graph-language models
2020 – Present
Graph neural networks
, 
OOD robustness
, 
Energy-based learning
, 
Optimization
, 
Drug AI
2014 – Present

Publications

View all 189 publications

Co-Authors

View all 244 co-authors